hongyeeliu/Control_Summaries_Qwen

Control Summaries Qwen (LoRA adapter)

This is a LoRA adapter for controllable summarization trained for the paper Learning to Control Summaries with Score Ranking.

Model Details

• —Model type: LoRA adapter for a causal language model (summarization control)
• —Language(s) (NLP): English
• —Finetuned from model: Qwen-7B

Model Sources

• —Repository: https://github.com/Hyfred/Control-Summaries-with-Ranking
• —Paper: Learning to Control Summaries with Score Ranking

Uses

Direct Use

Use this adapter with the base model for controllable summarization (more complete / more concise / balanced prompts).

How to Get Started

Please refer to the code repository for usage and evaluation scripts: https://github.com/Hyfred/Control-Summaries-with-Ranking

Bias, Risks, and Limitations

The model inherits limitations and potential biases from the base model and training data. Summaries can be incomplete or contain errors. Review outputs before use in critical settings.

• —PEFT 0.14.0